68 citations · 86 across the 6 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
math.OC2023
Data-Driven Predictive Control Using Closed-Loop Data: An Instrumental Variable Approach
Yibo Wang, Yiwen Qiu, Malika Sader +2
Current data-driven predictive control (DDPC) methods heavily rely on data collected in open-loop operation with elaborate design of inputs. However, due to safety or economic conc…
math.OC2023
Accelerated Nonconvex ADMM with Self-Adaptive Penalty for Rank-Constrained Model Identification
Qingyuan Liu, Zhengchao Huang, Hao Ye +2
The alternating direction method of multipliers (ADMM) has been widely adopted in low-rank approximation and low-order model identification tasks; however, the performance of nonco…